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ACL 2025: all accepted papers

1,966 papers · page 19 of 20 · the most cited first · ← ACL 2025

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  1. Proposal: From One-Fit-All to Perspective Aware Modeling ↗Leixin Zhang · Student Research Workshop
  2. ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering ↗Alexander Hoyle, Lorena Calvo-Bartolomé, Jordan Boyd-Graber et al. · Long Papers
  3. Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning ↗Yiran Rex Ma, Shan Huang, Yuting Xu et al. · Student Research Workshop
  4. PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ↗Kun Ouyang, Yuanxin Liu, Shicheng Li et al. · Long Papers
  5. QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings ↗Benedictus Kent Rachmat, Thomas Gerald, Zheng Zhang et al. · Student Research Workshop
  6. QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering ↗An Quang Tang, Xiuzhen Zhang, Minh Ngoc Dinh et al. · Long Papers
  7. QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ↗Ohjoon Kwon, Changsu Lee, Jihye Back et al. · Industry Track
  8. QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ↗WeiJie Liu, Yibin Zheng, Fang Kong · Long Papers
  9. Quantifying Misattribution Unfairness in Authorship Attribution ↗Pegah Alipoormolabashi, Ajay Patel, Niranjan Balasubramanian · Short Papers
  10. Quantifying Semantic Emergence in Language Models ↗Hang Chen, Xinyu Yang, Jiaying Zhu et al. · Long Papers
  11. Quantifying the Influence of Irrelevant Contexts on Political Opinions Produced by LLMs ↗Samuele D'Avenia, Valerio Basile · Student Research Workshop
  12. Quantized Can Still Be Calibrated: A Unified Framework to Calibration in Quantized Large Language Models ↗Mingyu Zhong, Guanchu Wang, Yu-Neng Chuang et al. · Long Papers
  13. RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ↗Dongwei Jiang, Guoxuan Wang, Yining Lu et al. · Long Papers
  14. RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph ↗Junsik Kim, Jinwook Park, Kangil Kim · Long Papers
  15. RT-VC: Real-Time Zero-Shot Voice Conversion with Speech Articulatory Coding ↗Yisi Liu, Chenyang Wang, Hanjo Kim et al. · System Demonstrations
  16. RUBY: An Effective Framework for Multi-Constraint Multi-Hop Question Generation ↗Wenzhuo Zhao, Shuangyin Li · Long Papers
  17. Re$^3$Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ↗Zhiyang Zhang, Ziqiang Liu, Huiming Wang et al. · Long Papers
  18. ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision ↗Dosung Lee, Wonjun Oh, Boyoung Kim et al. · Long Papers
  19. Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books ↗Chen Zhang, Jiuheng Lin, Xiao Liu et al. · Long Papers
  20. Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models ↗Junjie Wu, Gefei Gu, Yanan Zheng et al. · Long Papers
  21. Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models ↗Xinxin Liu, Aaron Thomas, Cheng Zhang et al. · Long Papers
  22. RefreshKV: Updating Small KV Cache During Long-form Generation ↗Fangyuan Xu, Tanya Goyal, Eunsol Choi · Long Papers
  23. Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ↗Chaofan Li, Jianlyu Chen, Yingxia Shao et al. · Long Papers
  24. Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search ↗Akshay Jagatap, Neeraj Anand, Sonali Singh et al. · Industry Track
  25. Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes ↗Meng Li, Michael Vrazitulis, David Schlangen · Long Papers
  26. Research Borderlands: Analysing Writing Across Research Cultures ↗Shaily Bhatt, Tal August, Maria Antoniak · Long Papers
  27. Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization ↗Sunghwan Kim, Dongjin Kang, Taeyoon Kwon et al. · Long Papers
  28. Retrospective Learning from Interactions ↗Zizhao Chen, Mustafa Omer Gul, Yiwei Chen et al. · Long Papers
  29. Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ↗Jiakuan Xie, Pengfei Cao, Yubo Chen et al. · Long Papers
  30. Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges ↗Thilo Spinner, Rita Sevastjanova, Rebecca Kehlbeck et al. · System Demonstrations
  31. Revisiting Classical Chinese Event Extraction with Ancient Literature Information ↗Xiaoyi Bao, Zhongqing Wang, Jinghang Gu et al. · Long Papers
  32. Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching ↗Jialong Zuo, Shengpeng Ji, Minghui Fang et al. · Long Papers
  33. RiOT: Efficient Prompt Refinement with Residual Optimization Tree ↗Chenyi Zhou, Zhengyan Shi, Yuan Yao et al. · Long Papers
  34. RoToR: Towards More Reliable Responses for Order-Invariant Inputs ↗Soyoung Yoon, Dongha Ahn, Youngwon Lee et al. · Long Papers
  35. Robust Estimation of Population-Level Effects in Repeated-Measures NLP Experimental Designs ↗Alejandro Benito-Santos, Adrian Ghajari, Víctor Fresno · Long Papers
  36. RolePlot: A Systematic Framework for Evaluating and Enhancing the Plot-Progression Capabilities of Role-Playing Agents ↗Pinyi Zhang, Siyu An, Lingfeng Qiao et al. · Long Papers
  37. Run LoRA Run: Faster and Lighter LoRA Implementations ↗Daria Cherniuk, Aleksandr Mikhalev, Ivan Oseledets · Industry Track
  38. SAKE: Steering Activations for Knowledge Editing ↗Marco Scialanga, Thibault Laugel, Vincent Grari et al. · Long Papers
  39. SARA: Salience-Aware Reinforced Adaptive Decoding for Large Language Models in Abstractive Summarization ↗Nayu Liu, Junnan Zhu, Yiming Ma et al. · Long Papers
  40. SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View ↗Yongjie Xiao, Hongru Liang, Peixin Qin et al. · Long Papers
  41. SDBench: A Survey-based Domain-specific LLM Benchmarking and Optimization Framework ↗Cheng Guo, Hu Kai, Shuxian Liang et al. · Long Papers
  42. SDD: Self-Degraded Defense against Malicious Fine-tuning ↗ZiXuan Chen, Weikai Lu, Xin Lin et al. · Long Papers
  43. SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings ↗Weikai Lu, Hao Peng, Huiping Zhuang et al. · Long Papers
  44. SELF-PERCEPT: Introspection Improves Large Language Models' Detection of Multi-Person Mental Manipulation in Conversations ↗Danush Khanna, Pratinav Seth, Sidhaarth Murali et al. · Short Papers
  45. SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection ↗Yi-Fan Lu, Xian-Ling Mao, Tian Lan et al. · Long Papers
  46. SEPSIS: I Can Catch Your Lies – A New Paradigm for Deception Detection ↗Anku Rani, Dwip Dalal, Shreya Gautam et al. · Student Research Workshop
  47. SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ↗Nicole Ren, James Teo · Industry Track
  48. SPECTRA: Faster Large Language Model Inference with Optimized Internal and External Speculation ↗Nguyen-Khang Le, Truong Dinh Do, Le-Minh Nguyen · Long Papers
  49. STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning ↗Jaeseong Lee, Seung-won Hwang, Aurick Qiao et al. · Long Papers
  50. SYNTHIA: Novel Concept Design with Affordance Composition ↗Hyeonjeong Ha, Xiaomeng Jin, Jeonghwan Kim et al. · Long Papers
  51. Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking ↗Fabrice Y Harel-Canada, Boran Erol, Connor Choi et al. · Long Papers
  52. ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ↗Rui Pan, Dylan Zhang, Hanning Zhang et al. · Long Papers
  53. Scaling Under-Resourced TTS: A Data-Optimized Framework with Advanced Acoustic Modeling for Thai ↗Yizhong Geng, Jizhuo Xu, Zeyu Liang et al. · Industry Track
  54. Scaling up the State Size of RNN LLMs for Long-Context Scenarios ↗Kai Liu, Jianfei Gao, Kai Chen · Long Papers
  55. Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ↗Jianqing Zhu, Huang Huang, Zhihang Lin et al. · Long Papers
  56. Seeking Rational Demonstrations for Large Language Models: A Domain Generalization Approach to Unsupervised Cross-Domain Keyphrase Generation ↗Guangzhen Zhao, Yu Yao, Dechang Kong et al. · Short Papers
  57. Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models ↗Zihong Zhang, Liqi He, Zuchao Li et al. · Long Papers
  58. Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ↗Erxin Yu, Jing Li, Ming Liao et al. · Long Papers
  59. Semantic Frame Induction from a Real-World Corpus ↗Shogo Tsujimoto, Kosuke Yamada, Ryohei Sasano · Student Research Workshop
  60. Semantic Outlier Removal with Embedding Models and LLMs ↗Eren Akbiyik, João F. M. De Almeida, Rik Melis et al. · Industry Track
  61. Semantic alignment in hyperbolic space for fine-grained emotion classification ↗Ashish Kumar, Durga Toshniwal · Student Research Workshop
  62. Serial Lifelong Editing via Mixture of Knowledge Experts ↗YuJu Cheng, Yu-Chu Yu, Kai-Po Chang et al. · Long Papers
  63. ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ↗Hengyuan Zhang, Chenming Shang, Sizhe Wang et al. · Long Papers
  64. Should I Believe in What Medical AI Says? A Chinese Benchmark for Medication Based on Knowledge and Reasoning ↗Yue Wu, Yangmin Huang, Qianyun Du et al. · Short Papers
  65. Sightation Counts: Leveraging Sighted User Feedback in Building a BLV-aligned Dataset of Diagram Descriptions ↗Wan Ju Kang, Eunki Kim, Na Min An et al. · Long Papers
  66. Sign Language Video Segmentation Using Temporal Boundary Identification ↗Kavu Maithri Rao, Yasser Hamidullah, Eleftherios Avramidis · Student Research Workshop
  67. SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation ↗Yufei Tian, Jiao Sun, Nanyun Peng et al. · Long Papers
  68. Small Changes, Big Impact: How Manipulating a Few Neurons Can Drastically Alter LLM Aggression ↗Jaewook Lee, Junseo Jang, Oh-Woog Kwon et al. · Long Papers
  69. SocialCC: Interactive Evaluation for Cultural Competence in Language Agents ↗Jincenzi Wu, Jianxun Lian, Dingdong Wang et al. · Long Papers
  70. SocialForge: simulating the social internet to provide realistic training against influence operations ↗Ulysse Oliveri, Guillaume Gadek, Alexandre Dey et al. · Industry Track
  71. Sparse Latents Steer Retrieval-Augmented Generation ↗Chunlei Xin, Shuheng Zhou, Huijia Zhu et al. · Long Papers
  72. Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ↗Xuan Zhang, Cunxiao Du, Sicheng Yu et al. · Short Papers
  73. SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ↗Shunfeng Zheng, Meng Fang, Ling Chen · System Demonstrations
  74. Speculative Reward Model Boosts Decision Making Ability of LLMs Cost-Effectively ↗Jiawei Gu, Shangsong Liang · Industry Track
  75. Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ↗Longhui Zhang, Jiahao Wang, Meishan Zhang et al. · Long Papers
  76. Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models ↗Fardin Ahsan Sakib, Ziwei Zhu, Karen Trister Grace et al. · Short Papers
  77. StRuCom: A Novel Dataset of Structured Code Comments in Russian ↗Maria Dziuba, Valentin Malykh · Student Research Workshop
  78. State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models ↗Wonjun Kang, Kevin Galim, Yuchen Zeng et al. · Short Papers
  79. Statistical Deficiency for Task Inclusion Estimation ↗Loïc Fosse, Frederic Bechet, Benoit Favre et al. · Long Papers
  80. Sticking to the Mean: Detecting Sticky Tokens in Text Embedding Models ↗Kexin Chen, Dongxia Wang, Yi Liu et al. · Long Papers
  81. StrucText-Eval: Evaluating Large Language Model's Reasoning Ability in Structure-Rich Text ↗Zhouhong Gu, Haoning Ye, Xingzhou Chen et al. · Long Papers
  82. Structural Reasoning Improves Molecular Understanding of LLM ↗Yunhui Jang, Jaehyung Kim, Sungsoo Ahn · Long Papers
  83. SwiLTra-Bench: The Swiss Legal Translation Benchmark ↗Joel Niklaus, Jakob Merane, Luka Nenadic et al. · Long Papers
  84. SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement ↗Runnan Fang, Xiaobin Wang, Yuan Liang et al. · Short Papers
  85. Synergistic Weak-Strong Collaboration by Aligning Preferences ↗Yizhu Jiao, Xuchao Zhang, Zhaoyang Wang et al. · Long Papers
  86. Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications ↗Yanxiang Zhang, Zheng Xu, Shanshan Wu et al. · Industry Track
  87. T-REG: Preference Optimization with Token-Level Reward Regularization ↗Wenxuan Zhou, Shujian Zhang, Lingxiao Zhao et al. · Long Papers
  88. TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ↗Yindu Su, Huike Zou, Lin Sun et al. · Long Papers
  89. TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ↗Xiang Huang, Jiayu Shen, Shanshan Huang et al. · Long Papers
  90. TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ↗Yuting Wei, Qi Meng, Yuanxing Xu et al. · Long Papers
  91. TETRIS: Optimal Draft Token Selection for Batch Speculative Decoding ↗Zhaoxuan Wu, Zijian Zhou, Arun Verma et al. · Long Papers
  92. TRANSLATIONCORRECT: A Unified Framework for Machine Translation Post-Editing with Predictive Error Assistance ↗Syed Mekael Wasti, Shou-Yi Hung, Christopher Collins et al. · System Demonstrations
  93. TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos ↗Fanheng Kong, Jingyuan Zhang, Hongzhi Zhang et al. · Long Papers
  94. TWIST: Text-encoder Weight-editing for Inserting Secret Trojans in Text-to-Image Models ↗Xindi Li, Zhe Liu, Tong Zhang et al. · Long Papers
  95. TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering ↗Vinay Joshi, Pratik Prabhanjan Brahma, Zicheng Liu et al. · Industry Track
  96. TableCoder: Table Extraction from Text via Reliable Code Generation ↗Haoyu Dong, Yue Hu, Huailiang Peng et al. · Industry Track
  97. Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling ↗Yang Yuguang, Yu Pan, Jixun Yao et al. · Long Papers
  98. Taming LLMs with Gradient Grouping ↗Siyuan Li, Juanxi Tian, Zedong Wang et al. · Long Papers
  99. Teaching Text Agents to Learn Sequential Decision Making from Failure ↗Canasai Kruengkrai, Koichiro Yoshino · Long Papers
  100. TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency ↗Henry Peng Zou, Zhengyao Gu, Yue Zhou et al. · Long Papers

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